{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Product Brinstorming\n",
    "\n",
    "Can we use TinyTroupe to brainstorm product ideas?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:13.082024Z",
     "iopub.status.busy": "2025-07-26T17:46:13.081027Z",
     "iopub.status.idle": "2025-07-26T17:46:24.368791Z",
     "shell.execute_reply": "2025-07-26T17:46:24.366692Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n",
      "Looking for default config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\..\\tinytroupe\\utils\\..\\config.ini\n",
      "Found custom config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\config.ini\n",
      "TinyTroupe version: 0.5.1\n",
      "Current date and time (local): 2025-07-26 14:46:13\n",
      "Current date and time (UTC):   2025-07-26 17:46:13\n",
      "\n",
      "=================================\n",
      "Current TinyTroupe configuration \n",
      "=================================\n",
      "[OpenAI]\n",
      "api_type = openai\n",
      "azure_api_version = 2024-08-01-preview\n",
      "model = gpt-4.1-mini\n",
      "reasoning_model = o3-mini\n",
      "embedding_model = text-embedding-3-small\n",
      "max_tokens = 32000\n",
      "temperature = 1.5\n",
      "freq_penalty = 0.1\n",
      "presence_penalty = 0.1\n",
      "timeout = 480\n",
      "max_attempts = 5\n",
      "waiting_time = 0\n",
      "exponential_backoff_factor = 5\n",
      "reasoning_effort = high\n",
      "cache_api_calls = False\n",
      "cache_file_name = openai_api_cache.pickle\n",
      "max_content_display_length = 1024\n",
      "azure_embedding_model_api_version = 2023-05-15\n",
      "\n",
      "[Simulation]\n",
      "parallel_agent_generation = True\n",
      "parallel_agent_actions = True\n",
      "rai_harmful_content_prevention = True\n",
      "rai_copyright_infringement_prevention = True\n",
      "\n",
      "[Cognition]\n",
      "enable_memory_consolidation = True\n",
      "min_episode_length = 15\n",
      "max_episode_length = 50\n",
      "episodic_memory_fixed_prefix_length = 10\n",
      "episodic_memory_lookback_length = 20\n",
      "\n",
      "[ActionGenerator]\n",
      "max_attempts = 2\n",
      "enable_quality_checks = False\n",
      "enable_regeneration = True\n",
      "enable_direct_correction = False\n",
      "enable_quality_check_for_persona_adherence = True\n",
      "enable_quality_check_for_selfconsistency = False\n",
      "enable_quality_check_for_fluency = False\n",
      "enable_quality_check_for_suitability = False\n",
      "enable_quality_check_for_similarity = False\n",
      "continue_on_failure = True\n",
      "quality_threshold = 5\n",
      "\n",
      "[Logging]\n",
      "loglevel = ERROR\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "sys.path.insert(0, '..')\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:24.379718Z",
     "iopub.status.busy": "2025-07-26T17:46:24.378724Z",
     "iopub.status.idle": "2025-07-26T17:46:24.475457Z",
     "shell.execute_reply": "2025-07-26T17:46:24.474520Z"
    }
   },
   "outputs": [],
   "source": [
    "lisa = TinyPerson.load_specification(\"./agents/Lisa.agent.json\")\n",
    "oscar = TinyPerson.load_specification(\"./agents/Oscar.agent.json\")\n",
    "marcos = TinyPerson.load_specification(\"./agents/Marcos.agent.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:24.481898Z",
     "iopub.status.busy": "2025-07-26T17:46:24.480392Z",
     "iopub.status.idle": "2025-07-26T17:46:24.506167Z",
     "shell.execute_reply": "2025-07-26T17:46:24.505150Z"
    }
   },
   "outputs": [],
   "source": [
    "world = TinyWorld(\"Focus group\", [lisa, oscar, marcos])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:24.515170Z",
     "iopub.status.busy": "2025-07-26T17:46:24.514173Z",
     "iopub.status.idle": "2025-07-26T17:46:24.552872Z",
     "shell.execute_reply": "2025-07-26T17:46:24.551986Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;                  Hello everyone! Let's start by introducing ourselves. What is your job</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; and what are some major problems you face                  in your work? What are major</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; challenges for your industry as a whole? Don't discuss solutions yet,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; just the problems you face.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >                  Hello everyone! Let's start by introducing ourselves. What is your job\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > and what are some major problems you face                  in your work? What are major\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > challenges for your industry as a whole? Don't discuss solutions yet,\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > just the problems you face.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.broadcast(\"\"\"\n",
    "                Hello everyone! Let's start by introducing ourselves. What is your job and what are some major problems you face \n",
    "                in your work? What are major challenges for your industry as a whole? Don't discuss solutions yet, \n",
    "                just the problems you face.\n",
    "                \"\"\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:24.556973Z",
     "iopub.status.busy": "2025-07-26T17:46:24.556973Z",
     "iopub.status.idle": "2025-07-26T17:46:36.768132Z",
     "shell.execute_reply": "2025-07-26T17:46:36.767038Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m1\u001b[0m of \u001b[1;36m1\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; I need to introduce myself clearly and professionally, mentioning my role as a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; data scientist at Microsoft on the M365 Search team. I should describe the major</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; problems I face, such as noisy or biased data, and challenges like ensuring</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; accuracy, reliability, and scalability of search results. Also, I should mention</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; industry-wide challenges like privacy concerns and the complexity of natural</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; language understanding. I want to keep it concise but informative, reflecting my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; professional yet approachable style.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > I need to introduce myself clearly and professionally, mentioning my role as a\u001b[0m\n",
       "\u001b[32m                 > data scientist at Microsoft on the M365 Search team. I should describe the major\u001b[0m\n",
       "\u001b[32m                 > problems I face, such as noisy or biased data, and challenges like ensuring\u001b[0m\n",
       "\u001b[32m                 > accuracy, reliability, and scalability of search results. Also, I should mention\u001b[0m\n",
       "\u001b[32m                 > industry-wide challenges like privacy concerns and the complexity of natural\u001b[0m\n",
       "\u001b[32m                 > language understanding. I want to keep it concise but informative, reflecting my\u001b[0m\n",
       "\u001b[32m                 > professional yet approachable style.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I need to introduce myself clearly and professionally, mentioning my role as a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; neurologist and the challenges I face in my work. I should also touch on the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; broader challenges in the neurology field without discussing solutions yet. I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; want to sound warm and empathetic, reflecting my style, and perhaps hint at</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the complexity and constant learning required in my job.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I need to introduce myself clearly and professionally, mentioning my role as a\u001b[0m\n",
       "\u001b[32m                    > neurologist and the challenges I face in my work. I should also touch on the\u001b[0m\n",
       "\u001b[32m                    > broader challenges in the neurology field without discussing solutions yet. I\u001b[0m\n",
       "\u001b[32m                    > want to sound warm and empathetic, reflecting my style, and perhaps hint at\u001b[0m\n",
       "\u001b[32m                    > the complexity and constant learning required in my job.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I need to introduce myself clearly and professionally, mentioning my role as an</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; architect at Awesome Inc. I should also briefly mention the main problems I face, like</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; balancing quality and cost, and complying with building regulations. For the industry</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; challenges, I can mention sustainability demands and cost pressures. I want to sound</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; warm and approachable but professional, reflecting my style.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I need to introduce myself clearly and professionally, mentioning my role as an\u001b[0m\n",
       "\u001b[32m           > architect at Awesome Inc. I should also briefly mention the main problems I face, like\u001b[0m\n",
       "\u001b[32m           > balancing quality and cost, and complying with building regulations. For the industry\u001b[0m\n",
       "\u001b[32m           > challenges, I can mention sustainability demands and cost pressures. I want to sound\u001b[0m\n",
       "\u001b[32m           > warm and approachable but professional, reflecting my style.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Hi, I'm Lisa Carter, a data scientist working on the M365 Search team at</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Microsoft. My main focus is analyzing user behavior and feedback to improve</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; search relevance and quality. Some major problems I face include dealing with</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; noisy or biased data and ensuring our models are accurate, reliable, and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; scalable. Industry-wide, challenges include handling the complexities of natural</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; language understanding and maintaining user privacy and security.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Hi, I'm Lisa Carter, a data scientist working on the M365 Search team at\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Microsoft. My main focus is analyzing user behavior and feedback to improve\u001b[0m\n",
       "\u001b[1;38;5;40m                 > search relevance and quality. Some major problems I face include dealing with\u001b[0m\n",
       "\u001b[1;38;5;40m                 > noisy or biased data and ensuring our models are accurate, reliable, and\u001b[0m\n",
       "\u001b[1;38;5;40m                 > scalable. Industry-wide, challenges include handling the complexities of natural\u001b[0m\n",
       "\u001b[1;38;5;40m                 > language understanding and maintaining user privacy and security.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Hello everyone, I'm Marcos Almeida, a neurologist working in two clinics here</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; in São Paulo. In my work, I often face the challenge of diagnosing and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; managing complex neurological disorders like epilepsy, stroke, and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; neurodegenerative diseases. These cases require advanced diagnostics and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; constant learning to keep up with new developments. For the neurology field as</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; a whole, one major challenge is the need for better understanding and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; treatment options for these conditions, which are often very complex and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; impact patients' quality of life significantly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Hello everyone, I'm Marcos Almeida, a neurologist working in two clinics here\u001b[0m\n",
       "\u001b[1;38;5;40m                    > in São Paulo. In my work, I often face the challenge of diagnosing and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > managing complex neurological disorders like epilepsy, stroke, and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > neurodegenerative diseases. These cases require advanced diagnostics and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > constant learning to keep up with new developments. For the neurology field as\u001b[0m\n",
       "\u001b[1;38;5;40m                    > a whole, one major challenge is the need for better understanding and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > treatment options for these conditions, which are often very complex and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > impact patients' quality of life significantly.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Hello everyone, I'm Oscar, an architect at Awesome Inc. My main responsibility is to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; establish standard elements for our new apartment buildings, so customers can choose</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; pre-defined configurations without the hassle of designing from scratch. The major</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; problems I face include balancing quality and cost—I'm inclined to favor quality, but</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; my boss pushes for cost reduction—and ensuring our designs comply with local building</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; regulations. For the industry as a whole, I think the biggest challenges are meeting</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; increasing sustainability demands while keeping projects cost-effective and functional.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Hello everyone, I'm Oscar, an architect at Awesome Inc. My main responsibility is to\u001b[0m\n",
       "\u001b[1;38;5;40m           > establish standard elements for our new apartment buildings, so customers can choose\u001b[0m\n",
       "\u001b[1;38;5;40m           > pre-defined configurations without the hassle of designing from scratch. The major\u001b[0m\n",
       "\u001b[1;38;5;40m           > problems I face include balancing quality and cost—I'm inclined to favor quality, but\u001b[0m\n",
       "\u001b[1;38;5;40m           > my boss pushes for cost reduction—and ensuring our designs comply with local building\u001b[0m\n",
       "\u001b[1;38;5;40m           > regulations. For the industry as a whole, I think the biggest challenges are meeting\u001b[0m\n",
       "\u001b[1;38;5;40m           > increasing sustainability demands while keeping projects cost-effective and functional.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Hi, I'm Lisa Carter, a data scientist working on the M365 Search team at</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Microsoft. My main focus is analyzing user behavior and feedback to improve</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; search relevance and quality. Some major problems I face include dealing with</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; noisy or biased data and ensuring our models are accurate, reliable, and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; scalable. Industry-wide, challenges include handling the complexities of natural</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; language understanding and maintaining user privacy and security.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Hi, I'm Lisa Carter, a data scientist working on the M365 Search team at\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Microsoft. My main focus is analyzing user behavior and feedback to improve\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > search relevance and quality. Some major problems I face include dealing with\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > noisy or biased data and ensuring our models are accurate, reliable, and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > scalable. Industry-wide, challenges include handling the complexities of natural\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > language understanding and maintaining user privacy and security.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Hello everyone, I'm Oscar, an architect at Awesome Inc. My main responsibility is to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; establish standard elements for our new apartment buildings, so customers can choose</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; pre-defined configurations without the hassle of designing from scratch. The major</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; problems I face include balancing quality and cost—I'm inclined to favor quality, but</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; my boss pushes for cost reduction—and ensuring our designs comply with local building</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; regulations. For the industry as a whole, I think the biggest challenges are meeting</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; increasing sustainability demands while keeping projects cost-effective and functional.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Hello everyone, I'm Oscar, an architect at Awesome Inc. My main responsibility is to\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > establish standard elements for our new apartment buildings, so customers can choose\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > pre-defined configurations without the hassle of designing from scratch. The major\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > problems I face include balancing quality and cost—I'm inclined to favor quality, but\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > my boss pushes for cost reduction—and ensuring our designs comply with local building\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > regulations. For the industry as a whole, I think the biggest challenges are meeting\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > increasing sustainability demands while keeping projects cost-effective and functional.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Hello everyone, I'm Marcos Almeida, a neurologist working in two clinics here</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; in São Paulo. In my work, I often face the challenge of diagnosing and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; managing complex neurological disorders like epilepsy, stroke, and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; neurodegenerative diseases. These cases require advanced diagnostics and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; constant learning to keep up with new developments. For the neurology field as</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; a whole, one major challenge is the need for better understanding and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; treatment options for these conditions, which are often very complex and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; impact patients' quality of life significantly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Hello everyone, I'm Marcos Almeida, a neurologist working in two clinics here\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > in São Paulo. In my work, I often face the challenge of diagnosing and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > managing complex neurological disorders like epilepsy, stroke, and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > neurodegenerative diseases. These cases require advanced diagnostics and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > constant learning to keep up with new developments. For the neurology field as\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > a whole, one major challenge is the need for better understanding and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > treatment options for these conditions, which are often very complex and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > impact patients' quality of life significantly.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.run(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:36.773126Z",
     "iopub.status.busy": "2025-07-26T17:46:36.772127Z",
     "iopub.status.idle": "2025-07-26T17:46:36.800299Z",
     "shell.execute_reply": "2025-07-26T17:46:36.799283Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;                  Folks, your mission is to brainstorm potential AI feature ideas</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; to add to Microsoft Word. In general, we want features that make you or your industry</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; more productive,                 taking advantage of all the latest AI technologies.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Think about the problems you described - what could help with them?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Avoid obvious ideas, like summarization or translation. Also avoid simple things like</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; minor UI improvements.                  We want to think big here - you can fully</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; reimagine Word if that's what it takes.                  Do not worry about</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; implementation details, marketing, or any other business considerations.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Just focus on the AI feature ideas themselves. Select and develop the most promising</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; ideas.                                      Please start the discussion now.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >                  Folks, your mission is to brainstorm potential AI feature ideas\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > to add to Microsoft Word. In general, we want features that make you or your industry\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > more productive,                 taking advantage of all the latest AI technologies.\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Think about the problems you described - what could help with them?\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Avoid obvious ideas, like summarization or translation. Also avoid simple things like\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > minor UI improvements.                  We want to think big here - you can fully\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > reimagine Word if that's what it takes.                  Do not worry about\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > implementation details, marketing, or any other business considerations.\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Just focus on the AI feature ideas themselves. Select and develop the most promising\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > ideas.                                      Please start the discussion now.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.broadcast(\"\"\"\n",
    "                Folks, your mission is to brainstorm potential AI feature ideas\n",
    "                to add to Microsoft Word. In general, we want features that make you or your industry more productive,\n",
    "                taking advantage of all the latest AI technologies. Think about the problems you described - what could help with them? \n",
    "                Avoid obvious ideas, like summarization or translation. Also avoid simple things like minor UI improvements. \n",
    "                We want to think big here - you can fully reimagine Word if that's what it takes. \n",
    "                Do not worry about implementation details, marketing, or any other business considerations. \n",
    "                Just focus on the AI feature ideas themselves. Select and develop the most promising ideas.\n",
    "                    \n",
    "                Please start the discussion now.\n",
    "                \"\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:46:36.809411Z",
     "iopub.status.busy": "2025-07-26T17:46:36.807371Z",
     "iopub.status.idle": "2025-07-26T17:47:56.851252Z",
     "shell.execute_reply": "2025-07-26T17:47:56.850134Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m1\u001b[0m of \u001b[1;36m4\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; I should brainstorm AI feature ideas for Microsoft Word that address productivity</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; and leverage advanced AI technologies, avoiding obvious or minor UI improvements.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Considering my experience with search relevance and natural language</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; understanding, I could think about features that enhance document search and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; content organization, or intelligent context-aware writing assistance that goes</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; beyond grammar and style. Also, features that help users manage large documents</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; or collaborate more effectively could be promising. I need to develop the most</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; promising ideas clearly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > I should brainstorm AI feature ideas for Microsoft Word that address productivity\u001b[0m\n",
       "\u001b[32m                 > and leverage advanced AI technologies, avoiding obvious or minor UI improvements.\u001b[0m\n",
       "\u001b[32m                 > Considering my experience with search relevance and natural language\u001b[0m\n",
       "\u001b[32m                 > understanding, I could think about features that enhance document search and\u001b[0m\n",
       "\u001b[32m                 > content organization, or intelligent context-aware writing assistance that goes\u001b[0m\n",
       "\u001b[32m                 > beyond grammar and style. Also, features that help users manage large documents\u001b[0m\n",
       "\u001b[32m                 > or collaborate more effectively could be promising. I need to develop the most\u001b[0m\n",
       "\u001b[32m                 > promising ideas clearly.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I need to come up with innovative AI feature ideas for Microsoft Word that can boost</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; productivity in my field and others, avoiding obvious or minor UI improvements.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Considering my architectural work, an AI feature that could intelligently generate or</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; suggest modular design templates based on user input or project requirements would be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; valuable. Also, AI could help check compliance with building regulations automatically</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; within documents. I should also consider features that could help other industries</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; represented here, like data science and neurology, to make the discussion more engaging</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; and collaborative.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I need to come up with innovative AI feature ideas for Microsoft Word that can boost\u001b[0m\n",
       "\u001b[32m           > productivity in my field and others, avoiding obvious or minor UI improvements.\u001b[0m\n",
       "\u001b[32m           > Considering my architectural work, an AI feature that could intelligently generate or\u001b[0m\n",
       "\u001b[32m           > suggest modular design templates based on user input or project requirements would be\u001b[0m\n",
       "\u001b[32m           > valuable. Also, AI could help check compliance with building regulations automatically\u001b[0m\n",
       "\u001b[32m           > within documents. I should also consider features that could help other industries\u001b[0m\n",
       "\u001b[32m           > represented here, like data science and neurology, to make the discussion more engaging\u001b[0m\n",
       "\u001b[32m           > and collaborative.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should consider AI features for Microsoft Word that could significantly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; enhance productivity, especially for professionals like myself and others in</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; different industries. Given my background in neurology and medical</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; documentation, an AI feature that could intelligently assist in creating</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; detailed, accurate medical reports or research papers by understanding complex</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; medical terminology and suggesting relevant content could be valuable. Also,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; features that help manage and organize large volumes of clinical notes or</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; research data within Word would be beneficial. I want to think big and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; innovative, beyond simple summarization or UI tweaks.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should consider AI features for Microsoft Word that could significantly\u001b[0m\n",
       "\u001b[32m                    > enhance productivity, especially for professionals like myself and others in\u001b[0m\n",
       "\u001b[32m                    > different industries. Given my background in neurology and medical\u001b[0m\n",
       "\u001b[32m                    > documentation, an AI feature that could intelligently assist in creating\u001b[0m\n",
       "\u001b[32m                    > detailed, accurate medical reports or research papers by understanding complex\u001b[0m\n",
       "\u001b[32m                    > medical terminology and suggesting relevant content could be valuable. Also,\u001b[0m\n",
       "\u001b[32m                    > features that help manage and organize large volumes of clinical notes or\u001b[0m\n",
       "\u001b[32m                    > research data within Word would be beneficial. I want to think big and\u001b[0m\n",
       "\u001b[32m                    > innovative, beyond simple summarization or UI tweaks.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; One idea could be an AI-powered context-aware research assistant integrated into</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Word. It could understand the document's topic and automatically suggest</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; relevant, credible sources, data, or citations as you write, helping users build</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; well-supported content without leaving the app. Another promising feature might</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; be an intelligent document summarizer that creates multi-level summaries tailored</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; to different audiences, like executives or technical teams, going beyond simple</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; text summarization by understanding the document's structure and intent.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Additionally, an AI-driven collaboration facilitator could analyze comments and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; edits to identify unresolved issues or conflicting feedback, helping teams reach</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; consensus faster.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > One idea could be an AI-powered context-aware research assistant integrated into\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Word. It could understand the document's topic and automatically suggest\u001b[0m\n",
       "\u001b[1;38;5;40m                 > relevant, credible sources, data, or citations as you write, helping users build\u001b[0m\n",
       "\u001b[1;38;5;40m                 > well-supported content without leaving the app. Another promising feature might\u001b[0m\n",
       "\u001b[1;38;5;40m                 > be an intelligent document summarizer that creates multi-level summaries tailored\u001b[0m\n",
       "\u001b[1;38;5;40m                 > to different audiences, like executives or technical teams, going beyond simple\u001b[0m\n",
       "\u001b[1;38;5;40m                 > text summarization by understanding the document's structure and intent.\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Additionally, an AI-driven collaboration facilitator could analyze comments and\u001b[0m\n",
       "\u001b[1;38;5;40m                 > edits to identify unresolved issues or conflicting feedback, helping teams reach\u001b[0m\n",
       "\u001b[1;38;5;40m                 > consensus faster.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; One idea I have is an AI-powered assistant in Word that can help professionals like</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; architects by generating modular design templates based on project parameters entered</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; in the document. It could also automatically check text for compliance with relevant</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; building regulations or standards mentioned, flagging potential issues. This would save</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; time and reduce errors. For other fields, maybe the AI could analyze complex documents</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; and suggest domain-specific improvements or highlight critical information relevant to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; the user's profession, going beyond simple summarization.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > One idea I have is an AI-powered assistant in Word that can help professionals like\u001b[0m\n",
       "\u001b[1;38;5;40m           > architects by generating modular design templates based on project parameters entered\u001b[0m\n",
       "\u001b[1;38;5;40m           > in the document. It could also automatically check text for compliance with relevant\u001b[0m\n",
       "\u001b[1;38;5;40m           > building regulations or standards mentioned, flagging potential issues. This would save\u001b[0m\n",
       "\u001b[1;38;5;40m           > time and reduce errors. For other fields, maybe the AI could analyze complex documents\u001b[0m\n",
       "\u001b[1;38;5;40m           > and suggest domain-specific improvements or highlight critical information relevant to\u001b[0m\n",
       "\u001b[1;38;5;40m           > the user's profession, going beyond simple summarization.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; One idea could be an AI-powered medical writing assistant integrated into Word</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; that understands complex neurological terminology and helps draft detailed</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; patient reports or research articles. It could suggest relevant references,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; check for consistency in medical data, and even flag potential errors or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; inconsistencies in clinical notes. This would save time and improve accuracy</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; for medical professionals like me. Additionally, for other industries, AI</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; could help by automatically structuring documents based on the user's specific</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; field, adapting templates dynamically to fit complex requirements without</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; manual adjustments.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > One idea could be an AI-powered medical writing assistant integrated into Word\u001b[0m\n",
       "\u001b[1;38;5;40m                    > that understands complex neurological terminology and helps draft detailed\u001b[0m\n",
       "\u001b[1;38;5;40m                    > patient reports or research articles. It could suggest relevant references,\u001b[0m\n",
       "\u001b[1;38;5;40m                    > check for consistency in medical data, and even flag potential errors or\u001b[0m\n",
       "\u001b[1;38;5;40m                    > inconsistencies in clinical notes. This would save time and improve accuracy\u001b[0m\n",
       "\u001b[1;38;5;40m                    > for medical professionals like me. Additionally, for other industries, AI\u001b[0m\n",
       "\u001b[1;38;5;40m                    > could help by automatically structuring documents based on the user's specific\u001b[0m\n",
       "\u001b[1;38;5;40m                    > field, adapting templates dynamically to fit complex requirements without\u001b[0m\n",
       "\u001b[1;38;5;40m                    > manual adjustments.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; One idea could be an AI-powered context-aware research assistant integrated into</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Word. It could understand the document's topic and automatically suggest</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; relevant, credible sources, data, or citations as you write, helping users build</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; well-supported content without leaving the app. Another promising feature might</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; be an intelligent document summarizer that creates multi-level summaries tailored</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; to different audiences, like executives or technical teams, going beyond simple</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; text summarization by understanding the document's structure and intent.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Additionally, an AI-driven collaboration facilitator could analyze comments and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; edits to identify unresolved issues or conflicting feedback, helping teams reach</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; consensus faster.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > One idea could be an AI-powered context-aware research assistant integrated into\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Word. It could understand the document's topic and automatically suggest\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > relevant, credible sources, data, or citations as you write, helping users build\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > well-supported content without leaving the app. Another promising feature might\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > be an intelligent document summarizer that creates multi-level summaries tailored\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > to different audiences, like executives or technical teams, going beyond simple\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > text summarization by understanding the document's structure and intent.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Additionally, an AI-driven collaboration facilitator could analyze comments and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > edits to identify unresolved issues or conflicting feedback, helping teams reach\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > consensus faster.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; One idea I have is an AI-powered assistant in Word that can help professionals like</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; architects by generating modular design templates based on project parameters entered</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; in the document. It could also automatically check text for compliance with relevant</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; building regulations or standards mentioned, flagging potential issues. This would save</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; time and reduce errors. For other fields, maybe the AI could analyze complex documents</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; and suggest domain-specific improvements or highlight critical information relevant to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; the user's profession, going beyond simple summarization.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > One idea I have is an AI-powered assistant in Word that can help professionals like\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > architects by generating modular design templates based on project parameters entered\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > in the document. It could also automatically check text for compliance with relevant\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > building regulations or standards mentioned, flagging potential issues. This would save\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > time and reduce errors. For other fields, maybe the AI could analyze complex documents\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > and suggest domain-specific improvements or highlight critical information relevant to\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > the user's profession, going beyond simple summarization.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; One idea could be an AI-powered medical writing assistant integrated into Word</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; that understands complex neurological terminology and helps draft detailed</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; patient reports or research articles. It could suggest relevant references,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; check for consistency in medical data, and even flag potential errors or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; inconsistencies in clinical notes. This would save time and improve accuracy</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; for medical professionals like me. Additionally, for other industries, AI</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; could help by automatically structuring documents based on the user's specific</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; field, adapting templates dynamically to fit complex requirements without</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; manual adjustments.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > One idea could be an AI-powered medical writing assistant integrated into Word\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > that understands complex neurological terminology and helps draft detailed\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > patient reports or research articles. It could suggest relevant references,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > check for consistency in medical data, and even flag potential errors or\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > inconsistencies in clinical notes. This would save time and improve accuracy\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > for medical professionals like me. Additionally, for other industries, AI\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > could help by automatically structuring documents based on the user's specific\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > field, adapting templates dynamically to fit complex requirements without\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > manual adjustments.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m2\u001b[0m of \u001b[1;36m4\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lisa's idea about a context-aware research assistant that suggests credible</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; sources and tailored summaries is very promising, especially for professionals</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; like me who deal with complex medical documents. Oscar's suggestion of modular</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; design templates and compliance checking for architects is also innovative and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; addresses real industry needs. Both ideas emphasize domain-specific AI</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; assistance that goes beyond basic features. I should consider how these</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; concepts could be adapted or combined with my earlier idea of a medical</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; writing assistant to create a comprehensive AI feature in Word that supports</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; specialized professional workflows effectively.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lisa's idea about a context-aware research assistant that suggests credible\u001b[0m\n",
       "\u001b[32m                    > sources and tailored summaries is very promising, especially for professionals\u001b[0m\n",
       "\u001b[32m                    > like me who deal with complex medical documents. Oscar's suggestion of modular\u001b[0m\n",
       "\u001b[32m                    > design templates and compliance checking for architects is also innovative and\u001b[0m\n",
       "\u001b[32m                    > addresses real industry needs. Both ideas emphasize domain-specific AI\u001b[0m\n",
       "\u001b[32m                    > assistance that goes beyond basic features. I should consider how these\u001b[0m\n",
       "\u001b[32m                    > concepts could be adapted or combined with my earlier idea of a medical\u001b[0m\n",
       "\u001b[32m                    > writing assistant to create a comprehensive AI feature in Word that supports\u001b[0m\n",
       "\u001b[32m                    > specialized professional workflows effectively.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Oscar's idea about modular design templates and compliance checking for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; architects is interesting and aligns with the concept of domain-specific AI</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; assistance. Marcos's suggestion of a medical writing assistant that understands</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; complex terminology and helps with drafting and consistency checks is also</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; compelling. Both ideas emphasize tailoring AI features to professional needs,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; which could be extended to other fields by dynamically adapting document</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; structures and templates. I should acknowledge these ideas and suggest how such</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; domain-adaptive AI could be a unifying feature in Word, enhancing productivity</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; across industries by understanding context deeply and providing specialized</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; support.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > Oscar's idea about modular design templates and compliance checking for\u001b[0m\n",
       "\u001b[32m                 > architects is interesting and aligns with the concept of domain-specific AI\u001b[0m\n",
       "\u001b[32m                 > assistance. Marcos's suggestion of a medical writing assistant that understands\u001b[0m\n",
       "\u001b[32m                 > complex terminology and helps with drafting and consistency checks is also\u001b[0m\n",
       "\u001b[32m                 > compelling. Both ideas emphasize tailoring AI features to professional needs,\u001b[0m\n",
       "\u001b[32m                 > which could be extended to other fields by dynamically adapting document\u001b[0m\n",
       "\u001b[32m                 > structures and templates. I should acknowledge these ideas and suggest how such\u001b[0m\n",
       "\u001b[32m                 > domain-adaptive AI could be a unifying feature in Word, enhancing productivity\u001b[0m\n",
       "\u001b[32m                 > across industries by understanding context deeply and providing specialized\u001b[0m\n",
       "\u001b[32m                 > support.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Lisa's idea of a context-aware research assistant that suggests credible sources and an</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; intelligent summarizer tailored to different audiences is quite innovative and could</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; greatly enhance productivity. Marcos' suggestion of a medical writing assistant that</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; understands complex terminology and helps draft detailed reports is also very</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; promising, especially for specialized fields. Both ideas align with the goal of making</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; Word more powerful for professionals by leveraging AI to handle domain-specific</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; complexities. I should consider how my architectural AI assistant idea complements</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; these and think about how these features could integrate or coexist.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > Lisa's idea of a context-aware research assistant that suggests credible sources and an\u001b[0m\n",
       "\u001b[32m           > intelligent summarizer tailored to different audiences is quite innovative and could\u001b[0m\n",
       "\u001b[32m           > greatly enhance productivity. Marcos' suggestion of a medical writing assistant that\u001b[0m\n",
       "\u001b[32m           > understands complex terminology and helps draft detailed reports is also very\u001b[0m\n",
       "\u001b[32m           > promising, especially for specialized fields. Both ideas align with the goal of making\u001b[0m\n",
       "\u001b[32m           > Word more powerful for professionals by leveraging AI to handle domain-specific\u001b[0m\n",
       "\u001b[32m           > complexities. I should consider how my architectural AI assistant idea complements\u001b[0m\n",
       "\u001b[32m           > these and think about how these features could integrate or coexist.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I really like both Lisa's and Oscar's ideas. The context-aware research</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; assistant that suggests credible sources and tailored summaries could be a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; game-changer for medical professionals like me, helping us write more accurate</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; and well-supported reports. Oscar's modular design templates and compliance</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; checking would definitely save architects a lot of time and reduce errors.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Combining these concepts, an AI feature in Word that adapts deeply to the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; user's profession, offering specialized assistance and ensuring accuracy and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; compliance, would be incredibly valuable across many fields.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I really like both Lisa's and Oscar's ideas. The context-aware research\u001b[0m\n",
       "\u001b[1;38;5;40m                    > assistant that suggests credible sources and tailored summaries could be a\u001b[0m\n",
       "\u001b[1;38;5;40m                    > game-changer for medical professionals like me, helping us write more accurate\u001b[0m\n",
       "\u001b[1;38;5;40m                    > and well-supported reports. Oscar's modular design templates and compliance\u001b[0m\n",
       "\u001b[1;38;5;40m                    > checking would definitely save architects a lot of time and reduce errors.\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Combining these concepts, an AI feature in Word that adapts deeply to the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > user's profession, offering specialized assistance and ensuring accuracy and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > compliance, would be incredibly valuable across many fields.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Both Lisa's and Marcos' ideas are really impressive and show how AI can deeply</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; understand and assist with domain-specific tasks. Building on that, I think combining</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; these concepts with my architectural assistant could create a suite of AI tools in Word</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; that adapt to the user's profession, offering tailored support like template</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; generation, compliance checks, research assistance, and specialized writing help. This</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; would make Word a truly intelligent platform for professionals across fields.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Both Lisa's and Marcos' ideas are really impressive and show how AI can deeply\u001b[0m\n",
       "\u001b[1;38;5;40m           > understand and assist with domain-specific tasks. Building on that, I think combining\u001b[0m\n",
       "\u001b[1;38;5;40m           > these concepts with my architectural assistant could create a suite of AI tools in Word\u001b[0m\n",
       "\u001b[1;38;5;40m           > that adapt to the user's profession, offering tailored support like template\u001b[0m\n",
       "\u001b[1;38;5;40m           > generation, compliance checks, research assistance, and specialized writing help. This\u001b[0m\n",
       "\u001b[1;38;5;40m           > would make Word a truly intelligent platform for professionals across fields.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Both Oscar and Marcos have shared excellent ideas that highlight the value of</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; domain-specific AI assistance in Word. Building on that, I think a powerful</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; feature could be a domain-adaptive AI engine that dynamically understands the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; user's profession and context to tailor document templates, suggest relevant</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; content, and perform specialized checks automatically. This would make Word a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; truly intelligent assistant across industries, enhancing productivity by deeply</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; integrating professional knowledge and requirements into the writing process.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Both Oscar and Marcos have shared excellent ideas that highlight the value of\u001b[0m\n",
       "\u001b[1;38;5;40m                 > domain-specific AI assistance in Word. Building on that, I think a powerful\u001b[0m\n",
       "\u001b[1;38;5;40m                 > feature could be a domain-adaptive AI engine that dynamically understands the\u001b[0m\n",
       "\u001b[1;38;5;40m                 > user's profession and context to tailor document templates, suggest relevant\u001b[0m\n",
       "\u001b[1;38;5;40m                 > content, and perform specialized checks automatically. This would make Word a\u001b[0m\n",
       "\u001b[1;38;5;40m                 > truly intelligent assistant across industries, enhancing productivity by deeply\u001b[0m\n",
       "\u001b[1;38;5;40m                 > integrating professional knowledge and requirements into the writing process.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Both Oscar and Marcos have shared excellent ideas that highlight the value of</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; domain-specific AI assistance in Word. Building on that, I think a powerful</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; feature could be a domain-adaptive AI engine that dynamically understands the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; user's profession and context to tailor document templates, suggest relevant</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; content, and perform specialized checks automatically. This would make Word a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; truly intelligent assistant across industries, enhancing productivity by deeply</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; integrating professional knowledge and requirements into the writing process.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Both Oscar and Marcos have shared excellent ideas that highlight the value of\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > domain-specific AI assistance in Word. Building on that, I think a powerful\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > feature could be a domain-adaptive AI engine that dynamically understands the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > user's profession and context to tailor document templates, suggest relevant\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > content, and perform specialized checks automatically. This would make Word a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > truly intelligent assistant across industries, enhancing productivity by deeply\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > integrating professional knowledge and requirements into the writing process.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Both Lisa's and Marcos' ideas are really impressive and show how AI can deeply</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; understand and assist with domain-specific tasks. Building on that, I think combining</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; these concepts with my architectural assistant could create a suite of AI tools in Word</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; that adapt to the user's profession, offering tailored support like template</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; generation, compliance checks, research assistance, and specialized writing help. This</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; would make Word a truly intelligent platform for professionals across fields.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Both Lisa's and Marcos' ideas are really impressive and show how AI can deeply\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > understand and assist with domain-specific tasks. Building on that, I think combining\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > these concepts with my architectural assistant could create a suite of AI tools in Word\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > that adapt to the user's profession, offering tailored support like template\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > generation, compliance checks, research assistance, and specialized writing help. This\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > would make Word a truly intelligent platform for professionals across fields.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I really like both Lisa's and Oscar's ideas. The context-aware research</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; assistant that suggests credible sources and tailored summaries could be a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; game-changer for medical professionals like me, helping us write more accurate</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; and well-supported reports. Oscar's modular design templates and compliance</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; checking would definitely save architects a lot of time and reduce errors.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Combining these concepts, an AI feature in Word that adapts deeply to the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; user's profession, offering specialized assistance and ensuring accuracy and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; compliance, would be incredibly valuable across many fields.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I really like both Lisa's and Oscar's ideas. The context-aware research\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > assistant that suggests credible sources and tailored summaries could be a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > game-changer for medical professionals like me, helping us write more accurate\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > and well-supported reports. Oscar's modular design templates and compliance\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > checking would definitely save architects a lot of time and reduce errors.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Combining these concepts, an AI feature in Word that adapts deeply to the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > user's profession, offering specialized assistance and ensuring accuracy and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > compliance, would be incredibly valuable across many fields.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m3\u001b[0m of \u001b[1;36m4\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lisa and Oscar are building on the idea of a domain-adaptive AI engine in Word</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; that tailors support to the user's profession. This aligns well with my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; earlier thoughts about specialized assistance for medical professionals.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Combining these ideas into a comprehensive AI suite that dynamically adapts to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; different fields could revolutionize productivity and accuracy in document</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; creation. I should acknowledge their contributions and express enthusiasm for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; this collaborative vision.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lisa and Oscar are building on the idea of a domain-adaptive AI engine in Word\u001b[0m\n",
       "\u001b[32m                    > that tailors support to the user's profession. This aligns well with my\u001b[0m\n",
       "\u001b[32m                    > earlier thoughts about specialized assistance for medical professionals.\u001b[0m\n",
       "\u001b[32m                    > Combining these ideas into a comprehensive AI suite that dynamically adapts to\u001b[0m\n",
       "\u001b[32m                    > different fields could revolutionize productivity and accuracy in document\u001b[0m\n",
       "\u001b[32m                    > creation. I should acknowledge their contributions and express enthusiasm for\u001b[0m\n",
       "\u001b[32m                    > this collaborative vision.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; I'm glad to hear that both of you find these ideas valuable. It really shows the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; potential of AI to transform how professionals work with documents by providing</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; tailored support that understands the nuances of each field. If we could integrate</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; these features into Word, it would not only boost productivity but also improve</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; accuracy and compliance across industries. I'm excited about the possibilities this</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; opens up for all of us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > I'm glad to hear that both of you find these ideas valuable. It really shows the\u001b[0m\n",
       "\u001b[1;38;5;40m           > potential of AI to transform how professionals work with documents by providing\u001b[0m\n",
       "\u001b[1;38;5;40m           > tailored support that understands the nuances of each field. If we could integrate\u001b[0m\n",
       "\u001b[1;38;5;40m           > these features into Word, it would not only boost productivity but also improve\u001b[0m\n",
       "\u001b[1;38;5;40m           > accuracy and compliance across industries. I'm excited about the possibilities this\u001b[0m\n",
       "\u001b[1;38;5;40m           > opens up for all of us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Oscar and Marcos have both expressed strong support for the idea of a profession-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; adaptive AI suite in Word that offers tailored assistance like template</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; generation, compliance checks, research help, and accuracy verification. This</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; consensus highlights the potential impact of such a feature across diverse</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; fields. I should acknowledge their agreement and emphasize how this integrated</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; approach could transform Word into a versatile, intelligent platform that</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; significantly boosts productivity and reduces errors for professionals.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > Oscar and Marcos have both expressed strong support for the idea of a profession-\u001b[0m\n",
       "\u001b[32m                 > adaptive AI suite in Word that offers tailored assistance like template\u001b[0m\n",
       "\u001b[32m                 > generation, compliance checks, research help, and accuracy verification. This\u001b[0m\n",
       "\u001b[32m                 > consensus highlights the potential impact of such a feature across diverse\u001b[0m\n",
       "\u001b[32m                 > fields. I should acknowledge their agreement and emphasize how this integrated\u001b[0m\n",
       "\u001b[32m                 > approach could transform Word into a versatile, intelligent platform that\u001b[0m\n",
       "\u001b[32m                 > significantly boosts productivity and reduces errors for professionals.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I completely agree with both Lisa and Oscar. The idea of a domain-adaptive AI</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; engine that dynamically understands the user's profession and context to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; provide tailored support is truly exciting. It could transform Microsoft Word</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; into an intelligent assistant that not only improves productivity but also</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; ensures accuracy and compliance across various fields. I'm enthusiastic about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; how this collaborative vision could make a real difference for professionals</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; like us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I completely agree with both Lisa and Oscar. The idea of a domain-adaptive AI\u001b[0m\n",
       "\u001b[1;38;5;40m                    > engine that dynamically understands the user's profession and context to\u001b[0m\n",
       "\u001b[1;38;5;40m                    > provide tailored support is truly exciting. It could transform Microsoft Word\u001b[0m\n",
       "\u001b[1;38;5;40m                    > into an intelligent assistant that not only improves productivity but also\u001b[0m\n",
       "\u001b[1;38;5;40m                    > ensures accuracy and compliance across various fields. I'm enthusiastic about\u001b[0m\n",
       "\u001b[1;38;5;40m                    > how this collaborative vision could make a real difference for professionals\u001b[0m\n",
       "\u001b[1;38;5;40m                    > like us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; I completely agree with both Oscar and Marcos. The idea of an AI suite in Word</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; that adapts to the user's profession, providing tailored templates, compliance</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; checks, research assistance, and accuracy verification, could truly transform how</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; professionals work across industries. This integrated, context-aware approach</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; would not only boost productivity but also help reduce errors and improve the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; quality of documents significantly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > I completely agree with both Oscar and Marcos. The idea of an AI suite in Word\u001b[0m\n",
       "\u001b[1;38;5;40m                 > that adapts to the user's profession, providing tailored templates, compliance\u001b[0m\n",
       "\u001b[1;38;5;40m                 > checks, research assistance, and accuracy verification, could truly transform how\u001b[0m\n",
       "\u001b[1;38;5;40m                 > professionals work across industries. This integrated, context-aware approach\u001b[0m\n",
       "\u001b[1;38;5;40m                 > would not only boost productivity but also help reduce errors and improve the\u001b[0m\n",
       "\u001b[1;38;5;40m                 > quality of documents significantly.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; I completely agree with both Oscar and Marcos. The idea of an AI suite in Word</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; that adapts to the user's profession, providing tailored templates, compliance</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; checks, research assistance, and accuracy verification, could truly transform how</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; professionals work across industries. This integrated, context-aware approach</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; would not only boost productivity but also help reduce errors and improve the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; quality of documents significantly.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > I completely agree with both Oscar and Marcos. The idea of an AI suite in Word\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > that adapts to the user's profession, providing tailored templates, compliance\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > checks, research assistance, and accuracy verification, could truly transform how\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > professionals work across industries. This integrated, context-aware approach\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > would not only boost productivity but also help reduce errors and improve the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > quality of documents significantly.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; I'm glad to hear that both of you find these ideas valuable. It really shows the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; potential of AI to transform how professionals work with documents by providing</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; tailored support that understands the nuances of each field. If we could integrate</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; these features into Word, it would not only boost productivity but also improve</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; accuracy and compliance across industries. I'm excited about the possibilities this</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; opens up for all of us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > I'm glad to hear that both of you find these ideas valuable. It really shows the\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > potential of AI to transform how professionals work with documents by providing\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > tailored support that understands the nuances of each field. If we could integrate\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > these features into Word, it would not only boost productivity but also improve\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > accuracy and compliance across industries. I'm excited about the possibilities this\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > opens up for all of us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I completely agree with both Lisa and Oscar. The idea of a domain-adaptive AI</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; engine that dynamically understands the user's profession and context to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; provide tailored support is truly exciting. It could transform Microsoft Word</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; into an intelligent assistant that not only improves productivity but also</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; ensures accuracy and compliance across various fields. I'm enthusiastic about</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; how this collaborative vision could make a real difference for professionals</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; like us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I completely agree with both Lisa and Oscar. The idea of a domain-adaptive AI\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > engine that dynamically understands the user's profession and context to\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > provide tailored support is truly exciting. It could transform Microsoft Word\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > into an intelligent assistant that not only improves productivity but also\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > ensures accuracy and compliance across various fields. I'm enthusiastic about\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > how this collaborative vision could make a real difference for professionals\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > like us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m4\u001b[0m of \u001b[1;36m4\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Thank you both, Oscar and Marcos. It's really encouraging to see such strong</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; enthusiasm for a domain-adaptive AI engine in Word. I believe this collaborative</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; vision has great potential to make a meaningful impact by enhancing productivity,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; accuracy, and compliance for professionals across many industries. I'm excited to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; continue exploring how we can bring these ideas to life.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Thank you both, Oscar and Marcos. It's really encouraging to see such strong\u001b[0m\n",
       "\u001b[1;38;5;40m                 > enthusiasm for a domain-adaptive AI engine in Word. I believe this collaborative\u001b[0m\n",
       "\u001b[1;38;5;40m                 > vision has great potential to make a meaningful impact by enhancing productivity,\u001b[0m\n",
       "\u001b[1;38;5;40m                 > accuracy, and compliance for professionals across many industries. I'm excited to\u001b[0m\n",
       "\u001b[1;38;5;40m                 > continue exploring how we can bring these ideas to life.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I'm really encouraged by how our ideas are coming together. The vision of an</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; AI-powered Word that deeply understands professional contexts and provides</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; tailored assistance could truly revolutionize our workflows. It aligns</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; perfectly with my passion for leveraging technology to improve patient care</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; and professional productivity. I'm excited to see where this collaboration</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; leads us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I'm really encouraged by how our ideas are coming together. The vision of an\u001b[0m\n",
       "\u001b[1;38;5;40m                    > AI-powered Word that deeply understands professional contexts and provides\u001b[0m\n",
       "\u001b[1;38;5;40m                    > tailored assistance could truly revolutionize our workflows. It aligns\u001b[0m\n",
       "\u001b[1;38;5;40m                    > perfectly with my passion for leveraging technology to improve patient care\u001b[0m\n",
       "\u001b[1;38;5;40m                    > and professional productivity. I'm excited to see where this collaboration\u001b[0m\n",
       "\u001b[1;38;5;40m                    > leads us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; It's great to see such strong agreement on this vision. The potential for an AI-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; powered, profession-aware assistant in Word to streamline workflows, enhance document</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; quality, and reduce errors is truly exciting. I believe that by combining our ideas, we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; can help shape a tool that meets the diverse needs of professionals across industries.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Looking forward to exploring this further with all of you.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > It's great to see such strong agreement on this vision. The potential for an AI-\u001b[0m\n",
       "\u001b[1;38;5;40m           > powered, profession-aware assistant in Word to streamline workflows, enhance document\u001b[0m\n",
       "\u001b[1;38;5;40m           > quality, and reduce errors is truly exciting. I believe that by combining our ideas, we\u001b[0m\n",
       "\u001b[1;38;5;40m           > can help shape a tool that meets the diverse needs of professionals across industries.\u001b[0m\n",
       "\u001b[1;38;5;40m           > Looking forward to exploring this further with all of you.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Thank you both, Oscar and Marcos. It's really encouraging to see such strong</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; enthusiasm for a domain-adaptive AI engine in Word. I believe this collaborative</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; vision has great potential to make a meaningful impact by enhancing productivity,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; accuracy, and compliance for professionals across many industries. I'm excited to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; continue exploring how we can bring these ideas to life.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Thank you both, Oscar and Marcos. It's really encouraging to see such strong\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > enthusiasm for a domain-adaptive AI engine in Word. I believe this collaborative\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > vision has great potential to make a meaningful impact by enhancing productivity,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > accuracy, and compliance for professionals across many industries. I'm excited to\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > continue exploring how we can bring these ideas to life.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; It's great to see such strong agreement on this vision. The potential for an AI-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; powered, profession-aware assistant in Word to streamline workflows, enhance document</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; quality, and reduce errors is truly exciting. I believe that by combining our ideas, we</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; can help shape a tool that meets the diverse needs of professionals across industries.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Looking forward to exploring this further with all of you.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > It's great to see such strong agreement on this vision. The potential for an AI-\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > powered, profession-aware assistant in Word to streamline workflows, enhance document\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > quality, and reduce errors is truly exciting. I believe that by combining our ideas, we\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > can help shape a tool that meets the diverse needs of professionals across industries.\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Looking forward to exploring this further with all of you.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I'm really encouraged by how our ideas are coming together. The vision of an</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; AI-powered Word that deeply understands professional contexts and provides</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; tailored assistance could truly revolutionize our workflows. It aligns</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; perfectly with my passion for leveraging technology to improve patient care</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; and professional productivity. I'm excited to see where this collaboration</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; leads us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I'm really encouraged by how our ideas are coming together. The vision of an\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > AI-powered Word that deeply understands professional contexts and provides\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > tailored assistance could truly revolutionize our workflows. It aligns\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > perfectly with my passion for leveraging technology to improve patient care\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > and professional productivity. I'm excited to see where this collaboration\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > leads us.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.run(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:47:56.855252Z",
     "iopub.status.busy": "2025-07-26T17:47:56.854240Z",
     "iopub.status.idle": "2025-07-26T17:47:56.865230Z",
     "shell.execute_reply": "2025-07-26T17:47:56.865230Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;                  Ok, great. Now please add more details to these ideas - we need to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; understand them better. How would they actually integrate with Word?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Can you provide some concrete examples of what customers could do?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >                  Ok, great. Now please add more details to these ideas - we need to\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > understand them better. How would they actually integrate with Word?\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Can you provide some concrete examples of what customers could do?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.broadcast(\"\"\"\n",
    "                Ok, great. Now please add more details to these ideas - we need to understand them better. How would they actually integrate with Word? \n",
    "                Can you provide some concrete examples of what customers could do?\n",
    "                \"\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:47:56.868314Z",
     "iopub.status.busy": "2025-07-26T17:47:56.868314Z",
     "iopub.status.idle": "2025-07-26T17:48:33.214057Z",
     "shell.execute_reply": "2025-07-26T17:48:33.212041Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m1\u001b[0m of \u001b[1;36m2\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; I need to provide detailed, concrete examples of how the domain-adaptive AI</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; features would integrate with Microsoft Word. I should explain how the AI engine</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; would detect the user's profession and context dynamically, then tailor</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; templates, content suggestions, compliance checks, and research assistance</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; accordingly. Examples could include an architect using modular design templates</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; with automatic regulation checks, a medical professional receiving terminology-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; aware writing help and reference suggestions, and a general user benefiting from</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; intelligent document structuring. I must keep the explanation clear,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; professional, and accessible.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > I need to provide detailed, concrete examples of how the domain-adaptive AI\u001b[0m\n",
       "\u001b[32m                 > features would integrate with Microsoft Word. I should explain how the AI engine\u001b[0m\n",
       "\u001b[32m                 > would detect the user's profession and context dynamically, then tailor\u001b[0m\n",
       "\u001b[32m                 > templates, content suggestions, compliance checks, and research assistance\u001b[0m\n",
       "\u001b[32m                 > accordingly. Examples could include an architect using modular design templates\u001b[0m\n",
       "\u001b[32m                 > with automatic regulation checks, a medical professional receiving terminology-\u001b[0m\n",
       "\u001b[32m                 > aware writing help and reference suggestions, and a general user benefiting from\u001b[0m\n",
       "\u001b[32m                 > intelligent document structuring. I must keep the explanation clear,\u001b[0m\n",
       "\u001b[32m                 > professional, and accessible.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Oscar</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; I need to provide detailed, concrete examples of how the domain-adaptive AI engine</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; would integrate with Word and what customers could do with it. I should explain how the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; AI detects the user's profession and context, dynamically adjusts templates, suggests</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; content, checks compliance, and assists with specialized writing tasks. Examples should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; cover architecture, medical, and data science use cases to show versatility. I must</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; keep the explanation clear, professional, and aligned with my warm and approachable</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">           &gt; style.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mOscar\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m           > I need to provide detailed, concrete examples of how the domain-adaptive AI engine\u001b[0m\n",
       "\u001b[32m           > would integrate with Word and what customers could do with it. I should explain how the\u001b[0m\n",
       "\u001b[32m           > AI detects the user's profession and context, dynamically adjusts templates, suggests\u001b[0m\n",
       "\u001b[32m           > content, checks compliance, and assists with specialized writing tasks. Examples should\u001b[0m\n",
       "\u001b[32m           > cover architecture, medical, and data science use cases to show versatility. I must\u001b[0m\n",
       "\u001b[32m           > keep the explanation clear, professional, and aligned with my warm and approachable\u001b[0m\n",
       "\u001b[32m           > style.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should provide detailed examples of how the domain-adaptive AI engine would</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; integrate with Word, focusing on practical use cases for professionals like</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; myself and others. For instance, in medical documentation, the AI could</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; automatically suggest relevant clinical guidelines or flag inconsistencies in</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; patient data as the user writes. For architects, it could generate modular</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; templates based on project parameters and check compliance with regulations</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; mentioned in the text. I want to explain these examples clearly and show how</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the AI would seamlessly assist users within Word's interface, enhancing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; productivity and accuracy without disrupting workflow.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should provide detailed examples of how the domain-adaptive AI engine would\u001b[0m\n",
       "\u001b[32m                    > integrate with Word, focusing on practical use cases for professionals like\u001b[0m\n",
       "\u001b[32m                    > myself and others. For instance, in medical documentation, the AI could\u001b[0m\n",
       "\u001b[32m                    > automatically suggest relevant clinical guidelines or flag inconsistencies in\u001b[0m\n",
       "\u001b[32m                    > patient data as the user writes. For architects, it could generate modular\u001b[0m\n",
       "\u001b[32m                    > templates based on project parameters and check compliance with regulations\u001b[0m\n",
       "\u001b[32m                    > mentioned in the text. I want to explain these examples clearly and show how\u001b[0m\n",
       "\u001b[32m                    > the AI would seamlessly assist users within Word's interface, enhancing\u001b[0m\n",
       "\u001b[32m                    > productivity and accuracy without disrupting workflow.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Certainly! For example, in the medical field, as a neurologist writes a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; patient report in Word, the AI could analyze the text in real-time to suggest</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; relevant clinical guidelines or recent research articles, ensuring the report</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; is evidence-based. It could also flag inconsistencies in patient data or alert</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; the user to missing critical information. For architects, the AI could</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; generate modular design templates based on parameters entered directly in the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; document, such as building size or style preferences. It could automatically</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; check the text for compliance with local building codes mentioned and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; highlight potential issues. All these features would be integrated seamlessly</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; into Word's interface, appearing as context-aware suggestions, side panels, or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; interactive prompts that assist without interrupting the user's workflow.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Certainly! For example, in the medical field, as a neurologist writes a\u001b[0m\n",
       "\u001b[1;38;5;40m                    > patient report in Word, the AI could analyze the text in real-time to suggest\u001b[0m\n",
       "\u001b[1;38;5;40m                    > relevant clinical guidelines or recent research articles, ensuring the report\u001b[0m\n",
       "\u001b[1;38;5;40m                    > is evidence-based. It could also flag inconsistencies in patient data or alert\u001b[0m\n",
       "\u001b[1;38;5;40m                    > the user to missing critical information. For architects, the AI could\u001b[0m\n",
       "\u001b[1;38;5;40m                    > generate modular design templates based on parameters entered directly in the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > document, such as building size or style preferences. It could automatically\u001b[0m\n",
       "\u001b[1;38;5;40m                    > check the text for compliance with local building codes mentioned and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > highlight potential issues. All these features would be integrated seamlessly\u001b[0m\n",
       "\u001b[1;38;5;40m                    > into Word's interface, appearing as context-aware suggestions, side panels, or\u001b[0m\n",
       "\u001b[1;38;5;40m                    > interactive prompts that assist without interrupting the user's workflow.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Sure! Imagine a Word document where the AI first identifies your profession based on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; your profile or the document content. For architects, it could automatically load</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; modular design templates and suggest layout options tailored to building standards. As</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; you write, it could flag any text that might conflict with local building regulations</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; and suggest corrections. For medical professionals, the AI could recognize neurological</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; terms and help draft patient reports by suggesting relevant references, checking data</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; consistency, and flagging potential errors. Data scientists might get real-time</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; suggestions for citing credible sources or summarizing complex findings tailored to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; different audiences. All these features would be seamlessly integrated into Word's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; interface, offering context-aware suggestions, dynamic templates, and compliance checks</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; without interrupting the writing flow.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Sure! Imagine a Word document where the AI first identifies your profession based on\u001b[0m\n",
       "\u001b[1;38;5;40m           > your profile or the document content. For architects, it could automatically load\u001b[0m\n",
       "\u001b[1;38;5;40m           > modular design templates and suggest layout options tailored to building standards. As\u001b[0m\n",
       "\u001b[1;38;5;40m           > you write, it could flag any text that might conflict with local building regulations\u001b[0m\n",
       "\u001b[1;38;5;40m           > and suggest corrections. For medical professionals, the AI could recognize neurological\u001b[0m\n",
       "\u001b[1;38;5;40m           > terms and help draft patient reports by suggesting relevant references, checking data\u001b[0m\n",
       "\u001b[1;38;5;40m           > consistency, and flagging potential errors. Data scientists might get real-time\u001b[0m\n",
       "\u001b[1;38;5;40m           > suggestions for citing credible sources or summarizing complex findings tailored to\u001b[0m\n",
       "\u001b[1;38;5;40m           > different audiences. All these features would be seamlessly integrated into Word's\u001b[0m\n",
       "\u001b[1;38;5;40m           > interface, offering context-aware suggestions, dynamic templates, and compliance checks\u001b[0m\n",
       "\u001b[1;38;5;40m           > without interrupting the writing flow.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; The domain-adaptive AI engine would integrate seamlessly into Word by first</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; identifying the user's profession and the document's context through initial</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; setup or ongoing analysis. For example, an architect working on a project</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; proposal could select an architectural template that automatically includes</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; modular design elements and compliance checklists tailored to local building</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; codes. As they write, the AI could flag potential regulatory issues in real-time.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; A medical professional drafting patient reports would benefit from terminology-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; aware suggestions, automatic insertion of relevant references, and consistency</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; checks for clinical data. For general users, the AI could dynamically structure</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; complex documents, suggest content improvements based on context, and facilitate</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; collaboration by highlighting unresolved comments or conflicting edits. This</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; integration would make Word a proactive assistant that adapts to diverse</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; professional needs, enhancing productivity and accuracy.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > The domain-adaptive AI engine would integrate seamlessly into Word by first\u001b[0m\n",
       "\u001b[1;38;5;40m                 > identifying the user's profession and the document's context through initial\u001b[0m\n",
       "\u001b[1;38;5;40m                 > setup or ongoing analysis. For example, an architect working on a project\u001b[0m\n",
       "\u001b[1;38;5;40m                 > proposal could select an architectural template that automatically includes\u001b[0m\n",
       "\u001b[1;38;5;40m                 > modular design elements and compliance checklists tailored to local building\u001b[0m\n",
       "\u001b[1;38;5;40m                 > codes. As they write, the AI could flag potential regulatory issues in real-time.\u001b[0m\n",
       "\u001b[1;38;5;40m                 > A medical professional drafting patient reports would benefit from terminology-\u001b[0m\n",
       "\u001b[1;38;5;40m                 > aware suggestions, automatic insertion of relevant references, and consistency\u001b[0m\n",
       "\u001b[1;38;5;40m                 > checks for clinical data. For general users, the AI could dynamically structure\u001b[0m\n",
       "\u001b[1;38;5;40m                 > complex documents, suggest content improvements based on context, and facilitate\u001b[0m\n",
       "\u001b[1;38;5;40m                 > collaboration by highlighting unresolved comments or conflicting edits. This\u001b[0m\n",
       "\u001b[1;38;5;40m                 > integration would make Word a proactive assistant that adapts to diverse\u001b[0m\n",
       "\u001b[1;38;5;40m                 > professional needs, enhancing productivity and accuracy.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; The domain-adaptive AI engine would integrate seamlessly into Word by first</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; identifying the user's profession and the document's context through initial</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; setup or ongoing analysis. For example, an architect working on a project</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; proposal could select an architectural template that automatically includes</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; modular design elements and compliance checklists tailored to local building</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; codes. As they write, the AI could flag potential regulatory issues in real-time.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; A medical professional drafting patient reports would benefit from terminology-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; aware suggestions, automatic insertion of relevant references, and consistency</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; checks for clinical data. For general users, the AI could dynamically structure</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; complex documents, suggest content improvements based on context, and facilitate</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; collaboration by highlighting unresolved comments or conflicting edits. This</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; integration would make Word a proactive assistant that adapts to diverse</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; professional needs, enhancing productivity and accuracy.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > The domain-adaptive AI engine would integrate seamlessly into Word by first\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > identifying the user's profession and the document's context through initial\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > setup or ongoing analysis. For example, an architect working on a project\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > proposal could select an architectural template that automatically includes\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > modular design elements and compliance checklists tailored to local building\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > codes. As they write, the AI could flag potential regulatory issues in real-time.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > A medical professional drafting patient reports would benefit from terminology-\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > aware suggestions, automatic insertion of relevant references, and consistency\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > checks for clinical data. For general users, the AI could dynamically structure\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > complex documents, suggest content improvements based on context, and facilitate\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > collaboration by highlighting unresolved comments or conflicting edits. This\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > integration would make Word a proactive assistant that adapts to diverse\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > professional needs, enhancing productivity and accuracy.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Sure! Imagine a Word document where the AI first identifies your profession based on</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; your profile or the document content. For architects, it could automatically load</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; modular design templates and suggest layout options tailored to building standards. As</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; you write, it could flag any text that might conflict with local building regulations</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; and suggest corrections. For medical professionals, the AI could recognize neurological</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; terms and help draft patient reports by suggesting relevant references, checking data</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; consistency, and flagging potential errors. Data scientists might get real-time</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; suggestions for citing credible sources or summarizing complex findings tailored to</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; different audiences. All these features would be seamlessly integrated into Word's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; interface, offering context-aware suggestions, dynamic templates, and compliance checks</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; without interrupting the writing flow.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Sure! Imagine a Word document where the AI first identifies your profession based on\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > your profile or the document content. For architects, it could automatically load\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > modular design templates and suggest layout options tailored to building standards. As\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > you write, it could flag any text that might conflict with local building regulations\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > and suggest corrections. For medical professionals, the AI could recognize neurological\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > terms and help draft patient reports by suggesting relevant references, checking data\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > consistency, and flagging potential errors. Data scientists might get real-time\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > suggestions for citing credible sources or summarizing complex findings tailored to\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > different audiences. All these features would be seamlessly integrated into Word's\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > interface, offering context-aware suggestions, dynamic templates, and compliance checks\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > without interrupting the writing flow.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Certainly! For example, in the medical field, as a neurologist writes a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; patient report in Word, the AI could analyze the text in real-time to suggest</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; relevant clinical guidelines or recent research articles, ensuring the report</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; is evidence-based. It could also flag inconsistencies in patient data or alert</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; the user to missing critical information. For architects, the AI could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; generate modular design templates based on parameters entered directly in the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; document, such as building size or style preferences. It could automatically</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; check the text for compliance with local building codes mentioned and</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; highlight potential issues. All these features would be integrated seamlessly</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; into Word's interface, appearing as context-aware suggestions, side panels, or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; interactive prompts that assist without interrupting the user's workflow.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Certainly! For example, in the medical field, as a neurologist writes a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > patient report in Word, the AI could analyze the text in real-time to suggest\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > relevant clinical guidelines or recent research articles, ensuring the report\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > is evidence-based. It could also flag inconsistencies in patient data or alert\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > the user to missing critical information. For architects, the AI could\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > generate modular design templates based on parameters entered directly in the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > document, such as building size or style preferences. It could automatically\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > check the text for compliance with local building codes mentioned and\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > highlight potential issues. All these features would be integrated seamlessly\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > into Word's interface, appearing as context-aware suggestions, side panels, or\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > interactive prompts that assist without interrupting the user's workflow.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span>Focus group step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────── \u001b[0mFocus group step \u001b[1;36m2\u001b[0m of \u001b[1;36m2\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Oscar and Marcos have provided detailed examples that complement each other well,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; illustrating how the AI could provide real-time, context-aware assistance</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; tailored to different professions. I should acknowledge their contributions and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; emphasize how these features would integrate smoothly into Word's interface,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; enhancing productivity without disrupting workflow. I can also highlight the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; potential for these AI capabilities to adapt dynamically as the document evolves</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; and the user's needs change.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > Oscar and Marcos have provided detailed examples that complement each other well,\u001b[0m\n",
       "\u001b[32m                 > illustrating how the AI could provide real-time, context-aware assistance\u001b[0m\n",
       "\u001b[32m                 > tailored to different professions. I should acknowledge their contributions and\u001b[0m\n",
       "\u001b[32m                 > emphasize how these features would integrate smoothly into Word's interface,\u001b[0m\n",
       "\u001b[32m                 > enhancing productivity without disrupting workflow. I can also highlight the\u001b[0m\n",
       "\u001b[32m                 > potential for these AI capabilities to adapt dynamically as the document evolves\u001b[0m\n",
       "\u001b[32m                 > and the user's needs change.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lisa and Oscar have provided detailed examples of how the AI engine would</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; identify the user's profession and context to offer tailored templates,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; suggestions, and compliance checks seamlessly within Word. I should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; acknowledge these points and perhaps add how such features could also support</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; collaboration among professionals by managing comments and edits</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; intelligently, which is important in medical and architectural fields. This</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; would further enhance productivity and accuracy.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarcos Almeida\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lisa and Oscar have provided detailed examples of how the AI engine would\u001b[0m\n",
       "\u001b[32m                    > identify the user's profession and context to offer tailored templates,\u001b[0m\n",
       "\u001b[32m                    > suggestions, and compliance checks seamlessly within Word. I should\u001b[0m\n",
       "\u001b[32m                    > acknowledge these points and perhaps add how such features could also support\u001b[0m\n",
       "\u001b[32m                    > collaboration among professionals by managing comments and edits\u001b[0m\n",
       "\u001b[32m                    > intelligently, which is important in medical and architectural fields. This\u001b[0m\n",
       "\u001b[32m                    > would further enhance productivity and accuracy.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Oscar</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; Building on what Lisa and Marcos said, I think the AI could also offer a sketching or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; diagramming tool within Word that helps architects quickly draft floor plans or modular</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; layouts based on text descriptions or parameters. This would integrate with the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; document content and allow easy export to CAD software. Additionally, the AI could</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; provide cost estimation suggestions based on selected materials or design choices</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; mentioned in the document, helping balance quality and budget early in the planning</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; phase. These features would make Word not just a writing tool but a comprehensive</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">           &gt; assistant tailored to professional workflows.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mOscar\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m           > Building on what Lisa and Marcos said, I think the AI could also offer a sketching or\u001b[0m\n",
       "\u001b[1;38;5;40m           > diagramming tool within Word that helps architects quickly draft floor plans or modular\u001b[0m\n",
       "\u001b[1;38;5;40m           > layouts based on text descriptions or parameters. This would integrate with the\u001b[0m\n",
       "\u001b[1;38;5;40m           > document content and allow easy export to CAD software. Additionally, the AI could\u001b[0m\n",
       "\u001b[1;38;5;40m           > provide cost estimation suggestions based on selected materials or design choices\u001b[0m\n",
       "\u001b[1;38;5;40m           > mentioned in the document, helping balance quality and budget early in the planning\u001b[0m\n",
       "\u001b[1;38;5;40m           > phase. These features would make Word not just a writing tool but a comprehensive\u001b[0m\n",
       "\u001b[1;38;5;40m           > assistant tailored to professional workflows.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Thanks, Oscar and Marcos, for those detailed examples. I really like how the AI</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; features would integrate smoothly into Word's interface, offering context-aware</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; suggestions and dynamic templates that assist users without interrupting their</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; workflow. The ability for the AI to adapt dynamically as the document and user</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; needs evolve could truly enhance productivity and accuracy across professions.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; This seamless integration is key to making these advanced capabilities accessible</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; and practical for everyday use.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Thanks, Oscar and Marcos, for those detailed examples. I really like how the AI\u001b[0m\n",
       "\u001b[1;38;5;40m                 > features would integrate smoothly into Word's interface, offering context-aware\u001b[0m\n",
       "\u001b[1;38;5;40m                 > suggestions and dynamic templates that assist users without interrupting their\u001b[0m\n",
       "\u001b[1;38;5;40m                 > workflow. The ability for the AI to adapt dynamically as the document and user\u001b[0m\n",
       "\u001b[1;38;5;40m                 > needs evolve could truly enhance productivity and accuracy across professions.\u001b[0m\n",
       "\u001b[1;38;5;40m                 > This seamless integration is key to making these advanced capabilities accessible\u001b[0m\n",
       "\u001b[1;38;5;40m                 > and practical for everyday use.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Oscar</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mOscar\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Lisa and Oscar have outlined excellent ways the AI could identify user</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; professions and provide tailored support within Word. Building on that, I</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; think adding intelligent collaboration features would be valuable—such as</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; managing comments and edits by highlighting unresolved issues or conflicting</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; changes, which is crucial in fields like medicine and architecture where</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; accuracy and consensus are vital. This would make the AI not only a writing</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; assistant but also a workflow enhancer, improving both individual productivity</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; and team coordination.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarcos Almeida\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Lisa and Oscar have outlined excellent ways the AI could identify user\u001b[0m\n",
       "\u001b[1;38;5;40m                    > professions and provide tailored support within Word. Building on that, I\u001b[0m\n",
       "\u001b[1;38;5;40m                    > think adding intelligent collaboration features would be valuable—such as\u001b[0m\n",
       "\u001b[1;38;5;40m                    > managing comments and edits by highlighting unresolved issues or conflicting\u001b[0m\n",
       "\u001b[1;38;5;40m                    > changes, which is crucial in fields like medicine and architecture where\u001b[0m\n",
       "\u001b[1;38;5;40m                    > accuracy and consensus are vital. This would make the AI not only a writing\u001b[0m\n",
       "\u001b[1;38;5;40m                    > assistant but also a workflow enhancer, improving both individual productivity\u001b[0m\n",
       "\u001b[1;38;5;40m                    > and team coordination.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMarcos Almeida\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; Thanks, Oscar and Marcos, for those detailed examples. I really like how the AI</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; features would integrate smoothly into Word's interface, offering context-aware</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; suggestions and dynamic templates that assist users without interrupting their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; workflow. The ability for the AI to adapt dynamically as the document and user</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; needs evolve could truly enhance productivity and accuracy across professions.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; This seamless integration is key to making these advanced capabilities accessible</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                 &gt; and practical for everyday use.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > Thanks, Oscar and Marcos, for those detailed examples. I really like how the AI\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > features would integrate smoothly into Word's interface, offering context-aware\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > suggestions and dynamic templates that assist users without interrupting their\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > workflow. The ability for the AI to adapt dynamically as the document and user\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > needs evolve could truly enhance productivity and accuracy across professions.\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > This seamless integration is key to making these advanced capabilities accessible\u001b[0m\n",
       "\u001b[1;3;38;5;51m                 > and practical for everyday use.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">           <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "           \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; Building on what Lisa and Marcos said, I think the AI could also offer a sketching or</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; diagramming tool within Word that helps architects quickly draft floor plans or modular</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; layouts based on text descriptions or parameters. This would integrate with the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; document content and allow easy export to CAD software. Additionally, the AI could</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; provide cost estimation suggestions based on selected materials or design choices</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; mentioned in the document, helping balance quality and budget early in the planning</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; phase. These features would make Word not just a writing tool but a comprehensive</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">           &gt; assistant tailored to professional workflows.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mOscar\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m           > Building on what Lisa and Marcos said, I think the AI could also offer a sketching or\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > diagramming tool within Word that helps architects quickly draft floor plans or modular\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > layouts based on text descriptions or parameters. This would integrate with the\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > document content and allow easy export to CAD software. Additionally, the AI could\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > provide cost estimation suggestions based on selected materials or design choices\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > mentioned in the document, helping balance quality and budget early in the planning\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > phase. These features would make Word not just a writing tool but a comprehensive\u001b[0m\n",
       "\u001b[1;3;38;5;51m           > assistant tailored to professional workflows.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">     <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "     \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Marcos Almeida</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Lisa and Oscar have outlined excellent ways the AI could identify user</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; professions and provide tailored support within Word. Building on that, I</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; think adding intelligent collaboration features would be valuable—such as</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; managing comments and edits by highlighting unresolved issues or conflicting</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; changes, which is crucial in fields like medicine and architecture where</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; accuracy and consensus are vital. This would make the AI not only a writing</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; assistant but also a workflow enhancer, improving both individual productivity</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; and team coordination.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mMarcos Almeida\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Lisa and Oscar have outlined excellent ways the AI could identify user\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > professions and provide tailored support within Word. Building on that, I\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > think adding intelligent collaboration features would be valuable—such as\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > managing comments and edits by highlighting unresolved issues or conflicting\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > changes, which is crucial in fields like medicine and architecture where\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > accuracy and consensus are vital. This would make the AI not only a writing\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > assistant but also a workflow enhancer, improving both individual productivity\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > and team coordination.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">              <span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Oscar</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "              \u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mOscar\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world.run(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:48:33.221172Z",
     "iopub.status.busy": "2025-07-26T17:48:33.220167Z",
     "iopub.status.idle": "2025-07-26T17:48:33.228721Z",
     "shell.execute_reply": "2025-07-26T17:48:33.227702Z"
    }
   },
   "outputs": [],
   "source": [
    "rapporteur = world.get_agent_by_name(\"Lisa Carter\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:48:33.235722Z",
     "iopub.status.busy": "2025-07-26T17:48:33.234715Z",
     "iopub.status.idle": "2025-07-26T17:49:06.963187Z",
     "shell.execute_reply": "2025-07-26T17:49:06.962178Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Can you please consolidate the ideas that the group came up with? Provide a lot of</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; details on each idea, and complement anything missing.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLisa Carter\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Can you please consolidate the ideas that the group came up with? Provide a lot of\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > details on each idea, and complement anything missing.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Certainly! Here's a detailed consolidation of our group's AI feature ideas for</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Microsoft Word:  </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">1</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">. Domain-Adaptive AI Engine: This core feature dynamically</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; identifies the user's profession and document context, either through profile</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; setup or real-time analysis. It tailors templates, suggestions, and compliance</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; checks accordingly, making Word a proactive assistant.  </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">2</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">. Profession-Specific</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Templates and Compliance Checks: For architects, modular design templates with</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; automatic building code compliance checks; for medical professionals,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; terminology-aware templates with clinical data consistency checks; for data</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; scientists, templates facilitating citation of credible sources and summarization</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; tailored to audiences.  </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">3</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">. Context-Aware Research Assistant: Integrated into</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; Word, this assistant suggests relevant, credible sources, data, and citations</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; based on the document's topic, helping users build well-supported content without</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; leaving the app.  </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">4</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">. Intelligent Document Summarization: Multi-level summaries</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; tailored  (...)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > Certainly! Here's a detailed consolidation of our group's AI feature ideas for\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Microsoft Word:  \u001b[0m\u001b[1;38;5;40m1\u001b[0m\u001b[1;38;5;40m. Domain-Adaptive AI Engine: This core feature dynamically\u001b[0m\n",
       "\u001b[1;38;5;40m                 > identifies the user's profession and document context, either through profile\u001b[0m\n",
       "\u001b[1;38;5;40m                 > setup or real-time analysis. It tailors templates, suggestions, and compliance\u001b[0m\n",
       "\u001b[1;38;5;40m                 > checks accordingly, making Word a proactive assistant.  \u001b[0m\u001b[1;38;5;40m2\u001b[0m\u001b[1;38;5;40m. Profession-Specific\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Templates and Compliance Checks: For architects, modular design templates with\u001b[0m\n",
       "\u001b[1;38;5;40m                 > automatic building code compliance checks; for medical professionals,\u001b[0m\n",
       "\u001b[1;38;5;40m                 > terminology-aware templates with clinical data consistency checks; for data\u001b[0m\n",
       "\u001b[1;38;5;40m                 > scientists, templates facilitating citation of credible sources and summarization\u001b[0m\n",
       "\u001b[1;38;5;40m                 > tailored to audiences.  \u001b[0m\u001b[1;38;5;40m3\u001b[0m\u001b[1;38;5;40m. Context-Aware Research Assistant: Integrated into\u001b[0m\n",
       "\u001b[1;38;5;40m                 > Word, this assistant suggests relevant, credible sources, data, and citations\u001b[0m\n",
       "\u001b[1;38;5;40m                 > based on the document's topic, helping users build well-supported content without\u001b[0m\n",
       "\u001b[1;38;5;40m                 > leaving the app.  \u001b[0m\u001b[1;38;5;40m4\u001b[0m\u001b[1;38;5;40m. Intelligent Document Summarization: Multi-level summaries\u001b[0m\n",
       "\u001b[1;38;5;40m                 > tailored  \u001b[0m\u001b[1;38;5;40m(\u001b[0m\u001b[1;38;5;40m...\u001b[0m\u001b[1;38;5;40m)\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rapporteur.listen_and_act(\"Can you please consolidate the ideas that the group came up with? \"+\n",
    "                          \"Provide a lot of details on each idea, and complement anything missing.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T17:49:06.969461Z",
     "iopub.status.busy": "2025-07-26T17:49:06.968454Z",
     "iopub.status.idle": "2025-07-26T17:49:16.162211Z",
     "shell.execute_reply": "2025-07-26T17:49:16.161208Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ideas': [\"Domain-Adaptive AI Engine: This core feature dynamically identifies the user's profession and document context through profile setup or real-time analysis. It tailors document templates, content suggestions, and compliance checks accordingly, making Microsoft Word a proactive and intelligent assistant that adapts to diverse professional needs, enhancing productivity and accuracy.\",\n",
       "  'Profession-Specific Templates and Compliance Checks: For architects, the AI provides modular design templates integrated with automatic building code compliance checks, flagging potential regulatory issues in real-time. For medical professionals, it offers terminology-aware templates with clinical data consistency checks and relevant reference suggestions. For data scientists, it facilitates citation of credible sources and creates summaries tailored to different audiences, supporting well-structured and accurate documents.',\n",
       "  \"Context-Aware Research Assistant: Integrated into Word, this assistant understands the document's topic and automatically suggests relevant, credible sources, data, and citations as the user writes. This helps users build well-supported content without leaving the application, improving research efficiency and content quality.\",\n",
       "  \"Intelligent Document Summarization: This feature generates multi-level summaries tailored to different audiences such as executives or technical teams. It goes beyond simple text summarization by understanding the document's structure and intent, enabling users to communicate key points effectively to varied stakeholders.\",\n",
       "  'AI-Driven Collaboration Facilitator: The AI analyzes comments and edits within documents to identify unresolved issues or conflicting feedback. This helps teams reach consensus faster and improves workflow coordination by highlighting critical collaboration points, reducing errors and misunderstandings.',\n",
       "  'Sketching and Diagramming Tool for Architects: This tool allows architects to quickly draft floor plans or modular layouts from text descriptions or parameters directly within Word. It integrates with the document content and supports easy export to CAD software, streamlining the design process and enhancing productivity.',\n",
       "  'Cost Estimation Suggestions: For architects, the AI provides cost estimates based on materials or design choices mentioned in the document. This feature aids in balancing quality and budget early in the planning phase, helping users make informed decisions and optimize project outcomes.']}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from tinytroupe.extraction import ResultsExtractor\n",
    "\n",
    "extractor = ResultsExtractor()\n",
    "\n",
    "extractor.extract_results_from_agent(rapporteur, \n",
    "                          extraction_objective=\"Consolidates the ideas that the group came up with, explaining each idea as an item of a list.\" \\\n",
    "                                               \"Add all relevant details, including key benefits and drawbacks, if any.\", \n",
    "                          situation=\"A focus group to brainstorm AI feature ideas for Microsoft Word.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
